Learning methods

This research undertakes a comparative analysis of lane detection methodologies, explicitly focusing on traditional image processing techniques and Convolutional Neural Networks (CNNs). The evaluation utilized a sample of 500 images from the CULane dataset, which encompasses a diverse range of traffic scenarios.

14p vithomson 02-07-2024 0 0   Download

The study sheds light on the role of word embeddings in constructing robust spam detection models, offering valuable guidance for model selection. The methodology, comparative analysis, and future directions are also presented in the paper.

5p vithomson 02-07-2024 0 0   Download

Radio over Fiber (RoF) stands as a cuttingedge technology poised to revolutionize emerging wireless networks, especially in the context of fifth-generation Cloud-Radio Access Networks (C-RAN). Concurrently, with the pervasive integration of deep learning across diverse domains such as communication and data processing, this investigation delves into the nonlinear effects observed in a fronthaul interface.

6p vithomson 02-07-2024 0 0   Download

This research focuses on developing a method to optimize the DCNN (Deep Convolutional Neural Network) classification model for plant diseases. We enriched the data by incorporating data from two public datasets, PlantVillage Dataset (PVD) and CroppedPlant Dataset (CPD), and we trained the model using two-step transfer learning.

6p vithomson 02-07-2024 0 0   Download

This study seeks to introduce a more comprehensive assessment method than previous endeavors, particularly concerning the bond strength of FRP bars with various surface types within concrete, spanning normal, high-strength, and ultra-high-strength concrete.

16p vithomson 02-07-2024 0 0   Download

This study aims to explore the challenges encountered by remote learners, the effectiveness of Project-Based Learning (PBL) applied in teaching speaking skills online, and learners’ attitudes towards the applied project. To do this, a mixed research method was employed.

19p vialicene 02-07-2024 1 0   Download

Part 1 of ebook "An introduction to statistical learning with applications in R" provides readers with contents including: Chapter 1 - Introduction; Chapter 2 - Statistical learning; Chapter 3 - Linear regression; Chapter 4 - Classification; Chapter 5 - Resampling methods;...

212p daonhiennhien 03-07-2024 1 1   Download

Part 2 of ebook "An introduction to statistical learning with applications in R" provides readers with contents including: Chapter 6 - Linear model selection and regularization; Chapter 7 - Moving beyond linearity; Chapter 8 - Tree-based methods; Chapter 9 - Support vector machines; Chapter 10 - Unsupervised learning;...

222p daonhiennhien 03-07-2024 2 1   Download

Part 1 of ebook "The elements of statistical learning: Data mining, inference, and prediction (Second edition)" provides readers with contents including: Chapter 1 - Introduction; Chapter 2 - Overview of supervised learning; Chapter 3 - Linear methods for regression; Chapter 4 - Linear methods for classification; Chapter 5 - Basis expansions and regularization; Chapter 6 - Kernel smoothing methods; Chapter 7 - Model assessment and selection; Chapter 8 - Model inference and averaging; Chapter 9 - Additive models, trees, and related methods;...

355p daonhiennhien 03-07-2024 2 1   Download

Part 2 of ebook "The elements of statistical learning: Data mining, inference, and prediction (Second edition)" provides readers with contents including: Chapter 10 - Boosting and additive trees; Chapter 11 - Neural networks; Chapter 12 - Support vector machines and flexible discriminants; Chapter 13 - Prototype methods and nearest-neighbors; Chapter 14 - Unsupervised learning; Chapter 15 - Random forests; Chapter 16 - Ensemble learning; Chapter 17 - Undirected graphical models; Chapter 18 - High-dimensional problems p ≫ N;...

409p daonhiennhien 03-07-2024 4 1   Download

Graduation thesis "A study on the application of Shadowing techniques to improve pronunciation competence of freshmen at Hai Phong University of Management and Technology" is conducted with the hope to: the first-year students study in the right direction and effectively in the beginner program, spend time studying and practicing every day, improving their pronunciation quickly. Foreign language learners have a new perspective on foreign language learning through masking.

58p daonhiennhien 03-07-2024 1 1   Download

Graduation thesis "Students’ perceptions on their autonomy in English language learning: A study at Hai Phong Private University (HPU)" is to find ways to help first-year students of Hai Phong Private University promote their autonomy in learning English.More specifically my research focuses on methods of self-studying English. Hopefully these will be the methods to help first-year students be more confident in self-study.

50p daonhiennhien 03-07-2024 2 1   Download

Graduation thesis "A study on how to design communicative activities to motivate pairwork and groupwork interaction for the first -year non English majors at HPU" aims to improve the speaking abilities of first-year nonmajor English students at HPU. In reality, there are various approaches to learning English communication. It requires a significant amount of time and effort.

60p daonhiennhien 03-07-2024 2 1   Download

Graduation thesis "The application of autonomous lexical learning of first-year non-English major - A case study at Hai Phong University of Management and Technology" aims to help the first-year non-English major students understand the importance of vocabulary learning and its relationship to listening, speaking, reading, and writing. The article then goes deep into the investigation of the main method for non-major students at HPU to learn the language. Finally, the topic offers some suggestions for efficient vocabulary learning to aid English learners in expanding their vocabulary.

73p daonhiennhien 03-07-2024 2 1   Download

Graduation thesis "Factors affecting speaking skills of first-year English language students at HPU" aims to explore the factor affecting English speaking of the first year English majors at HPU and suggest some main techniques which include the methods of strengthening the teaching of English speaking to help students enhance their English speaking skill. Only in this way, students who are learning English speaking can learn it well so that they can communicate in English fluently.

78p daonhiennhien 03-07-2024 1 1   Download

In this paper, we propose a wavelet type-2 fuzzy brain imitated controller (WT2FBIC) for nonlinear robotic systems. The suggested method combines a wavelet type-2 fuzzy system (WT2FS) and a brain imitated controller (BIC) to improve learning efficiency.

11p viwalton 02-07-2024 2 1   Download

Paclitaxel is commonly used as a second-line therapy for advanced gastric cancer (AGC). The decision to proceed with second-line chemotherapy and select an appropriate regimen is critical for vulnerable patients with AGC progressing after first-line chemotherapy.

9p vishanshan 27-06-2024 2 1   Download

Patient education is a vital role of nurses in nurse-led clinics(NLCs). Since 2011, independent NLCs entitled health education Nurse-led clinics(HENLCs) have been established in Iran. In order for this newly developed service to be able to perform perfectly in implementation and evaluation, it should be explained based on one of the quality evaluation models.

12p vishanshan 27-06-2024 1 1   Download

Obstructive sleep apnea hypopnea syndrome (OSAHS) is a common disease that can cause multiple organ damage in the whole body. Our aim was to use machine learning (ML) to build an independent polysomnography (PSG) model to analyze risk factors and predict OSAHS.

11p vishanshan 27-06-2024 1 1   Download

To identify students' attitudes at Can Tho University of Medicine and Pharmacy toward interprofessional learning and explore factors affecting their readiness for the program.Materials and methods: A cross-sectional study on 301 Can Tho University of Medicine and Pharmacy students in ten majors, responding to an online survey from May to July of 2023 using the Readiness for Interprofessional Learning Scale.

7p vikoch 27-06-2024 1 1   Download